Centroid neural network (CentNN) is an efficient and stable clustering algorithm that has been successfully applied to numerous problems. CentNN does not require a pre-determined learning coefficient but still yields competitive clustering results compared to K-means Clustering or Self-Organizing Map (SOM) whose results heavily depend on the initial parameters. For those who neither know about nor understand this great algorithm, you are welcome to read my explanation with visual examples here. And now, let’s make CentNN clear with several lines of codes.

#numpy #centroid-neural-network #clustering #unsupervised-learning #machine-learning